DevOps & Infra

kilo-org Bundle

Cognito user pool administration — look up users, confirm accounts, reset passwords, update custom attributes, disable/enable accounts, and describe pool configuration. Discovers user pools at runtime. Trigger on "look up a user", "Cognito", "reset password", "disable an account", "fix subscription", or /aws-cognito-admin.

kilo-org Bundle

Azure Event Hubs SDK for Python streaming. Use for high-throughput event ingestion, producers, consumers, and checkpointing. Triggers: "event hubs", "EventHubProducerClient", "EventHubConsumerClient", "streaming", "partitions".

kilo-org Bundle

Amazon Redshift expert. Deep expertise in columnar storage, distribution styles, sort keys, Redshift Serverless, Spectrum, data sharing, materialized views, and query optimization. WHEN: "Redshift", "Amazon Redshift", "Redshift Serverless", "Redshift Spectrum", "distribution key", "sort key", "DISTKEY", "SORTKEY", "DISTSTYLE", "WLM", "Redshift ML", "STL_", "SVL_", "SYS_", "data sharing Redshift".

kilo-org Bundle

Deploy Airflow DAGs and projects. Use when the user wants to deploy code, push DAGs, set up CI/CD, deploy to production, or asks about deployment strategies for Airflow.

kilo-org Bundle

Expert knowledge for Azure Data Factory development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when designing ADF pipelines, data flows, integration runtimes, SAP CDC, CI/CD deployments, or SSIS migrations, and other Azure Data Factory related development tasks. Not for Azure Synapse Analytics (use azure-synapse-analytics), Azure Databricks (use azure-databricks), Azure Stream Analytics (use azure-stream-analytics), Azure Functions (use azure-functions).

kilo-org Bundle

Secure secrets in Google Cloud Secret Manager. Configure IAM policies, integrate with GKE, and manage secret versions. Use when managing secrets in GCP environments.

kilo-org Bundle

Scaffold, structure, and manage AI/ML projects that run on AzureML. Covers project initialization (uv workspaces, devcontainers, Makefile), Python packaging with explicit dependencies, local and cloud execution, experiment reproducibility, and extensibility patterns (pipelines, datasets, linting). Use this skill whenever the user asks to create, modify, run, test, or deploy an AzureML-based ML project — or when they need guidance on project layout, dependency management, or cloud job submission with Azure Machine Learning.

kilo-org Bundle

Manage gcs lifecycle policy operations. Auto-activating skill for GCP Skills. Triggers on: gcs lifecycle policy, gcs lifecycle policy Part of the GCP Skills skill category. Use when working with gcs lifecycle policy functionality. Trigger with phrases like "gcs lifecycle policy", "gcs policy", "gcs".

kilo-org Bundle

Data engineering skill for building scalable data pipelines, ETL/ELT systems, and data infrastructure. Expertise in Python, SQL, Spark, Airflow, dbt, Kafka, and modern data stack. Includes data modeling, pipeline orchestration, data quality, and DataOps. Use when designing data architectures, building data pipelines, optimizing data workflows, implementing data governance, or troubleshooting data issues.

kilo-org Bundle

Scan a project to identify Kafka applications, extract schemas from data models, tag PII fields, generate Terraform for Confluent Schema Registry registration, and produce a migration report with rollout ordering. Use this skill when a user asks to analyze a folder or repo for Kafka usage, extract schemas, audit producer/consumer configurations, or generate Terraform for Schema Registry.

kilo-org Bundle

Expert knowledge for Azure Machine Learning development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when using Azure ML workspaces, compute clusters, pipelines, AutoML, online/batch endpoints, or Prompt Flow, and other Azure Machine Learning related development tasks. Not for Azure Databricks (use azure-databricks), Azure Synapse Analytics (use azure-synapse-analytics), Azure HDInsight (use azure-hdinsight), Azure Data Science Virtual Machines (use azure-data-science-vm).

kilo-org Bundle

Build a real-time change-data-capture pipeline from a transactional database (Aurora DSQL, Aurora Postgres, RDS) to Redshift Serverless, S3, or any other sink, via Kinesis Data Streams (or MSK). Covers producer setup, consumer Lambda correctness, the append-only event log + reconstruction pattern, schema-drift handling with SUPER + JSON_PARSE, and the operational gotchas (Redshift Data API parameter caps, async statement polling, poison-record handling, retry-and-bisect). Use when the user asks for "CDC to Redshift", "stream change data capture", "Aurora CDC", "DSQL CDC", "Postgres replication to S3", or "build a Lambda consumer for Kinesis CDC". Aurora DSQL public-preview specifics are flagged; the rest is source-agnostic.

kilo-org Bundle

Grafana Cloud Database Observability — query-level performance insights for MySQL and PostgreSQL. Covers setup with Grafana Alloy, query samples, visual explain plans, RED metrics, pg_stat_statements and Performance Schema integration, and correlation with application traces. Use when monitoring database performance, diagnosing slow queries, setting up database observability for MySQL or PostgreSQL (self-managed, RDS, Aurora, Azure, Cloud SQL), or correlating DB metrics with APM data.

kilo-org Bundle

Guides Microsoft Entra ID app registration, OAuth 2.0 authentication, and MSAL integration. USE FOR: create app registration, register Azure AD app, configure OAuth, set up authentication, add API permissions, generate service principal, MSAL example, console app auth, Entra ID setup, Azure AD authentication. DO NOT USE FOR: Azure RBAC or role assignments (use azure-rbac), Key Vault secrets (use azure-keyvault-expiration-audit), general Azure resource security guidance.

kilo-org Bundle

Full inventory and audit of AWS Glue Data Catalog assets across S3 Tables, Redshift-federated, and remote Iceberg catalogs. Triggers on: inventory the catalog, audit databases, list all tables, catalog overview, data landscape, enumerate catalogs, data inventory, search the catalog. Do NOT use for finding specific data (use finding-data-lake-assets), running queries (use querying-data-lake), or creating tables (use creating-data-lake-table).

kilo-org Bundle

Expert knowledge for Azure Synapse Analytics development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when working with Synapse SQL pools, Spark pools, Synapse Link, PolyBase ELT, or Cosmos DB integrations, and other Azure Synapse Analytics related development tasks. Not for Azure Data Factory (use azure-data-factory), Azure Data Explorer (use azure-data-explorer), Azure Databricks (use azure-databricks), Azure HDInsight (use azure-hdinsight).

kilo-org Bundle

Interactive tutorial that teaches Snowflake Dynamic Tables hands-on. The agent guides users step-by-step through building data pipelines with automatic refresh, incremental processing, and CDC patterns. Use when the user wants to learn dynamic tables, build a DT pipeline, or understand DT vs streams/tasks/materialized views.

kilo-org Bundle

Find working code samples, verify API signatures, and fix Microsoft SDK errors using official docs. Use whenever the user is writing, debugging, or reviewing code that touches any Microsoft SDK, .NET library, Azure client library, or Microsoft API—even if they don't ask for a "reference." Catches hallucinated methods, wrong signatures, and deprecated patterns. If the task involves producing or fixing Microsoft-related code, this is the right skill.

kilo-org Bundle

Render and lint reusable SPL2 pipeline templates for Cisco Data Fabric, Splunk Ingest Processor, and Edge Processor, including routing, redaction, sampling, lookups, metrics, OCSF, decrypt, stats, custom templates, SPL-to-SPL2 compatibility, and PCRE2 migration checks. Use when the user needs SPL2 pipeline authoring, conversion review, compatibility linting, or shared templates for Ingest Processor or Edge Processor workflows, including Cisco Data Fabric or telemetry pipeline management requests that need reusable SPL2 pipeline logic.

kilo-org Bundle

Ingest and transform data files (CSV/JSON/Parquet/Arrow IPC) into Elasticsearch with stream processing and custom transforms. Use when loading files or batch importing data — not for reindexing, general ingest pipeline design, or bulk API patterns.

kilo-org Bundle

Deploy and serve TensorFlow models

kilo-org Bundle

Render Cisco Data Fabric ingest-time routing workflows and Splunk Cloud Platform Ingest Processor setup plans with SPL2 pipelines, source types, destinations, lifecycle handoffs, queue and monitoring searches, metrics, OCSF, decrypt, S3 archive, custom pipeline templates, AI-powered data management readiness, and downstream readiness checks. Use when the user asks to configure Ingest Processor, author Ingest Processor pipelines, route or transform data at ingest time, validate Ingest Processor readiness, or compare Ingest Processor with Edge Processor and Data Manager, including Cisco Data Fabric or telemetry pipeline management requests that involve Splunk Cloud ingest-time routing and transformation.

robomotionio Bundle

Google Cloud Storage — upload, download, list, delete, copy, and move objects in GCS buckets. Supports bucket management, signed URLs, and metadata operations via `robomotion googlestorage`. Do NOT use for S3, Dropbox, Google Drive, or local filesystem.

robomotionio Bundle

Production pipeline for ASCII art video — any format. Converts video/audio/images/generative input into colored ASCII character video output (MP4, GIF, image sequence). Covers: video-to-ASCII conversion, audio-reactive music visualizers, generative ASCII art animations, hybrid video+audio reactive, text/lyrics overlays, real-time terminal rendering. Use when users request: ASCII video, text art video, terminal-style video, character art animation, retro text visualization, audio visualizer in ASCII, converting video to ASCII art, matrix-style effects, or any animated ASCII output.

robomotionio Bundle

Production pipeline for mathematical and technical animations using Manim Community Edition. Creates 3Blue1Brown-style explainer videos, algorithm visualizations, equation derivations, architecture diagrams, and data stories. Use when users request: animated explanations, math animations, concept visualizations, algorithm walkthroughs, technical explainers, 3Blue1Brown style videos, or any programmatic animation with geometric/mathematical content.

robomotionio Bundle

Google Translate — translate text between languages using Google Cloud Translation API. Supports language detection and 100+ languages via `robomotion googletranslate`. Do NOT use for OpenAI, Claude, DeepL, or other translation services.

robomotionio Skill

Hugging Face Hub CLI (hf) — search, download, and upload models and datasets, manage repos, query datasets with SQL, deploy inference endpoints, manage Spaces and buckets.

robomotionio Skill

Pre-commit verification pipeline — static security scan, baseline-aware quality gates, independent reviewer subagent, and auto-fix loop. Use after code changes and before committing, pushing, or opening a PR.

jshsakura Skill

Use when a task needs IoT system work involving devices, telemetry, edge communication, or cloud-device coordination.

jshsakura Skill

Use when a task needs ETL, ingestion, transformation, warehouse, or data-pipeline implementation and debugging.

jshsakura Skill

Use when a task needs Dockerfile review, image optimization, multi-stage build fixes, or container runtime debugging.

jshsakura Skill

Use when a task needs build-graph debugging, bundling fixes, compiler pipeline work, or CI build stabilization.

jshsakura Skill

Use when a task needs model deployment, registry, pipeline, monitoring, or environment orchestration for machine learning systems.

jshsakura Skill

Use when a task needs cloud architecture review across compute, storage, networking, reliability, or multi-service design.

jshsakura Skill

Use when a task needs CI, deployment pipeline, release automation, or environment configuration work.

jshsakura Skill

Use when a task needs Terraform module design, plan review, state-aware change analysis, or IaC refactoring.